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A delay-based dynamic scheduling algorithm for bag-of-task workflows with stochastic task execution times in clouds

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A delay-based dynamic scheduling algorithm for bag-of-task workflows with stochastic task execution times in clouds

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Cai, Z.; Li, X.; Ruiz García, R.; Li, Q. (2017). A delay-based dynamic scheduling algorithm for bag-of-task workflows with stochastic task execution times in clouds. Future Generation Computer Systems. 71:57-72. https://doi.org/10.1016/j.future.2017.01.020

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/151092

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Title: A delay-based dynamic scheduling algorithm for bag-of-task workflows with stochastic task execution times in clouds
Author: Cai, Zhicheng Li, Xiaoping Ruiz García, Rubén Li, Qianmu
UPV Unit: Universitat Politècnica de València. Departamento de Estadística e Investigación Operativa Aplicadas y Calidad - Departament d'Estadística i Investigació Operativa Aplicades i Qualitat
Issued date:
Abstract:
[EN] Bag-of-Tasks (BoT) workflows are widespread in many big data analysis fields. However, there are very few cloud resource provisioning and scheduling algorithms tailored for BoT workflows. Furthermore, existing algorithms ...[+]
Subjects: Cloud computing , Scheduling , Workflow , Bag of tasks , Stochastic
Copyrigths: Reconocimiento - No comercial - Sin obra derivada (by-nc-nd)
Source:
Future Generation Computer Systems. (issn: 0167-739X )
DOI: 10.1016/j.future.2017.01.020
Publisher:
Elsevier
Publisher version: https://doi.org/10.1016/j.future.2017.01.020
Thanks:
The authors would like to thank the reviewers for their constructive and useful comments. This work is supported by the National Natural Science Foundation of China (Grant No. 61602243 and 61572127), the Natural Science ...[+]
Type: Artículo

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